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And it appears that archaea acquired chemotactic abilities by borrowing those genes from bacteria.
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In particular, an empirical Bayes procedure is used to moderate the degree of overdispersion across genes by borrowing information between genes.
Based on the existing information about the structure of operons, we propose a hierarchical Bayesian model which improves gene expression estimation by borrowing information from genes within the same operon.
It turns out that Monocercomonoides has come up with a workaround by borrowing some bacterial genes that perform the same function, the scientists reveal online today in Current Biology.
The higher power is yielded by borrowing information across genes to produce a better expression variance estimator.
A linear model was fitted to the data using "lmFit", and "eBayes" provided a correction of variation by borrowing information across genes.
The limma model was fit using all 61,413 probe-sets on the array because it uses an empirical Bayes correction [ 129] that helps to improve power by borrowing information across genes.
Differentially expressed genes were identified using eBayes which is a component of the Limma software package: Linear Models for Microarray data (BioConductor) [ 15]. eBayes is an empirical Bayes model which estimates the true expression signal by borrowing information across genes and increasing the stability of the analysis [ 16].
Scientists said that by borrowing a gene from the E. coli bacteria, they had genetically engineered rice to withstand drought, salt water and cold.
New methods for performance comparison are introduced by borrowing ideas from gene set enrichment analysis and by applying concepts from algorithmic complexity.
A common European weed has turned its compact flower into an expansive, yellow-petalled blossom by borrowing a couple of genes from a close Italian relative.
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